Mercurial > hg > CbC > CbC_llvm
view mlir/test/Dialect/Linalg/promote.mlir @ 173:0572611fdcc8 llvm10 llvm12
reorgnization done
| author | Shinji KONO <kono@ie.u-ryukyu.ac.jp> |
|---|---|
| date | Mon, 25 May 2020 11:55:54 +0900 |
| parents | 1d019706d866 |
| children | 2e18cbf3894f |
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// RUN: mlir-opt %s -linalg-promote-subviews | FileCheck %s // RUN: mlir-opt %s -linalg-promote-subviews="test-promote-dynamic" | FileCheck %s --check-prefix=DYNAMIC #map1 = affine_map<(d0) -> (d0 + 2)> #map2 = affine_map<(d0) -> (d0 + 4)> #map3 = affine_map<(d0) -> (d0 + 3)> // CHECK-DAG: #[[strided2D:.*]] = affine_map<(d0, d1)[s0, s1] -> (d0 * s1 + s0 + d1)> // CHECK-DAG: #[[strided2D_dynamic:.*]] = affine_map<(d0, d1)[s0, s1, s2] -> (d0 * s1 + s0 + d1 * s2)> func @matmul_f32(%A: memref<?xi8>, %M: index, %N: index, %K: index) { %c4 = constant 4 : index %c3 = constant 3 : index %c2 = constant 2 : index %c0 = constant 0 : index %c1 = constant 1 : index %3 = view %A[%c0][%M, %K] : memref<?xi8> to memref<?x?xf32> %4 = view %A[%c0][%K, %N] : memref<?xi8> to memref<?x?xf32> %5 = view %A[%c0][%M, %N] : memref<?xi8> to memref<?x?xf32> %6 = dim %3, 0 : memref<?x?xf32> %7 = dim %3, 1 : memref<?x?xf32> %8 = dim %4, 1 : memref<?x?xf32> scf.for %arg4 = %c0 to %6 step %c2 { scf.for %arg5 = %c0 to %8 step %c3 { scf.for %arg6 = %c0 to %7 step %c4 { %11 = std.subview %3[%arg4, %arg6][%c2, %c4][1, 1] : memref<?x?xf32> to memref<?x?xf32, offset: ?, strides: [?, 1]> %14 = std.subview %4[%arg6, %arg5][%c4, %c3][1, 1] : memref<?x?xf32> to memref<?x?xf32, offset: ?, strides: [?, 1]> %17 = std.subview %5[%arg4, %arg5][%c2, %c3][1, 1] : memref<?x?xf32> to memref<?x?xf32, offset: ?, strides: [?, 1]> linalg.matmul(%11, %14, %17) : memref<?x?xf32, offset: ?, strides: [?, 1]>, memref<?x?xf32, offset: ?, strides: [?, 1]>, memref<?x?xf32, offset: ?, strides: [?, 1]> } } } return } // CHECK-LABEL: func @matmul_f32(%{{.*}}: memref<?xi8>, %{{.*}}: index, %{{.*}}: index, %{{.*}}: index) { // CHECK: scf.for %{{.*}} = %{{.*}} to %{{.*}} step %{{.*}} { // CHECK: scf.for %{{.*}} = %{{.*}} to %{{.*}} step %{{.*}} { // CHECK: scf.for %{{.*}} = %{{.*}} to %{{.*}} step %{{.*}} { // CHECK: %[[vA:.*]] = subview {{.*}} : memref<?x?xf32> // CHECK: %[[vB:.*]] = subview {{.*}} : memref<?x?xf32> // CHECK: %[[vC:.*]] = subview {{.*}} : memref<?x?xf32> /// // CHECK: %[[tmpA:.*]] = alloc() : memref<32xi8> // CHECK: %[[fullA:.*]] = std.view %[[tmpA]][{{.*}}][{{.*}}] : memref<32xi8> to memref<?x?xf32> // DYNAMIC: std.view %{{.*}}[{{.*}}][{{.*}}] : memref<?xi8> to memref<?x?xf32> // CHECK: %[[partialA:.*]] = subview %[[fullA]]{{.*}} : memref<?x?xf32> to memref<?x?xf32, #[[strided2D_dynamic]]> /// // CHECK: %[[tmpB:.*]] = alloc() : memref<48xi8> // CHECK: %[[fullB:.*]] = std.view %[[tmpB]][{{.*}}][{{.*}}] : memref<48xi8> to memref<?x?xf32> // DYNAMIC: std.view %{{.*}}[{{.*}}][{{.*}}] : memref<?xi8> to memref<?x?xf32> // CHECK: %[[partialB:.*]] = subview %[[fullB]]{{.*}} : memref<?x?xf32> to memref<?x?xf32, #[[strided2D_dynamic]]> /// // CHECK: %[[tmpC:.*]] = alloc() : memref<24xi8> // CHECK: %[[fullC:.*]] = std.view %[[tmpC]][{{.*}}][{{.*}}] : memref<24xi8> to memref<?x?xf32> // DYNAMIC: std.view %{{.*}}[{{.*}}][{{.*}}] : memref<?xi8> to memref<?x?xf32> // CHECK: %[[partialC:.*]] = subview %[[fullC]]{{.*}} : memref<?x?xf32> to memref<?x?xf32, #[[strided2D_dynamic]]> // CHECK: linalg.copy(%[[vA]], %[[partialA]]) : memref<?x?xf32, #[[strided2D]]>, memref<?x?xf32, #[[strided2D_dynamic]]> // CHECK: linalg.copy(%[[vB]], %[[partialB]]) : memref<?x?xf32, #[[strided2D]]>, memref<?x?xf32, #[[strided2D_dynamic]]> // CHECK: linalg.copy(%[[vC]], %[[partialC]]) : memref<?x?xf32, #[[strided2D]]>, memref<?x?xf32, #[[strided2D_dynamic]]> // // CHECK: linalg.matmul(%[[partialA]], %[[partialB]], %[[partialC]]) : memref<?x?xf32, #[[strided2D_dynamic]]>, memref<?x?xf32, #[[strided2D_dynamic]]>, memref<?x?xf32, #[[strided2D_dynamic]]> // // CHECK: linalg.copy(%[[partialC]], %[[vC]]) : memref<?x?xf32, #[[strided2D_dynamic]]>, memref<?x?xf32, #[[strided2D]]> // // CHECK: dealloc %[[tmpA]] : memref<32xi8> // CHECK: dealloc %[[tmpB]] : memref<48xi8> // CHECK: dealloc %[[tmpC]] : memref<24xi8> // ----- func @matmul_f64(%A: memref<?xi8>, %M: index, %N: index, %K: index) { %c4 = constant 4 : index %c3 = constant 3 : index %c2 = constant 2 : index %c0 = constant 0 : index %c1 = constant 1 : index %3 = view %A[%c0][%M, %K] : memref<?xi8> to memref<?x?xf64> %4 = view %A[%c0][%K, %N] : memref<?xi8> to memref<?x?xf64> %5 = view %A[%c0][%M, %N] : memref<?xi8> to memref<?x?xf64> %6 = dim %3, 0 : memref<?x?xf64> %7 = dim %3, 1 : memref<?x?xf64> %8 = dim %4, 1 : memref<?x?xf64> scf.for %arg4 = %c0 to %6 step %c2 { scf.for %arg5 = %c0 to %8 step %c3 { scf.for %arg6 = %c0 to %7 step %c4 { %11 = std.subview %3[%arg4, %arg6][%c2, %c4][1, 1] : memref<?x?xf64> to memref<?x?xf64, offset: ?, strides: [?, 1]> %14 = std.subview %4[%arg6, %arg5][%c4, %c3][1, 1] : memref<?x?xf64> to memref<?x?xf64, offset: ?, strides: [?, 1]> %17 = std.subview %5[%arg4, %arg5][%c2, %c3][1, 1] : memref<?x?xf64> to memref<?x?xf64, offset: ?, strides: [?, 1]> linalg.matmul(%11, %14, %17) : memref<?x?xf64, offset: ?, strides: [?, 1]>, memref<?x?xf64, offset: ?, strides: [?, 1]>, memref<?x?xf64, offset: ?, strides: [?, 1]> } } } return } // CHECK-LABEL: func @matmul_f64(%{{.*}}: memref<?xi8>, %{{.*}}: index, %{{.*}}: index, %{{.*}}: index) { // CHECK: scf.for %{{.*}} = %{{.*}} to %{{.*}} step %{{.*}} { // CHECK: scf.for %{{.*}} = %{{.*}} to %{{.*}} step %{{.*}} { // CHECK: scf.for %{{.*}} = %{{.*}} to %{{.*}} step %{{.*}} { // CHECK: %[[vA_f64:.*]] = subview {{.*}} : memref<?x?xf64> // CHECK: %[[vB_f64:.*]] = subview {{.*}} : memref<?x?xf64> // CHECK: %[[vC_f64:.*]] = subview {{.*}} : memref<?x?xf64> /// // CHECK: %[[tmpA_f64:.*]] = alloc() : memref<64xi8> // CHECK: %[[fullA_f64:.*]] = std.view %[[tmpA_f64]][{{.*}}][{{.*}}] : memref<64xi8> to memref<?x?xf64> // DYNAMIC: std.view %{{.*}}[{{.*}}][{{.*}}] : memref<?xi8> to memref<?x?xf64> // CHECK: %[[partialA_f64:.*]] = subview %[[fullA_f64]][%{{.*}}, %{{.*}}] : memref<?x?xf64> to memref<?x?xf64, #[[strided2D_dynamic]]> /// // CHECK: %[[tmpB_f64:.*]] = alloc() : memref<96xi8> // CHECK: %[[fullB_f64:.*]] = std.view %[[tmpB_f64]][{{.*}}][{{.*}}] : memref<96xi8> to memref<?x?xf64> // DYNAMIC: std.view %{{.*}}[{{.*}}][{{.*}}] : memref<?xi8> to memref<?x?xf64> // CHECK: %[[partialB_f64:.*]] = subview %[[fullB_f64]][%{{.*}}, %{{.*}}] : memref<?x?xf64> to memref<?x?xf64, #[[strided2D_dynamic]]> /// // CHECK: %[[tmpC_f64:.*]] = alloc() : memref<48xi8> // CHECK: %[[fullC_f64:.*]] = std.view %[[tmpC_f64]][{{.*}}][{{.*}}] : memref<48xi8> to memref<?x?xf64> // DYNAMIC: std.view %{{.*}}[{{.*}}][{{.*}}] : memref<?xi8> to memref<?x?xf64> // CHECK: %[[partialC_f64:.*]] = subview %[[fullC_f64]][%{{.*}}, %{{.*}}] : memref<?x?xf64> to memref<?x?xf64, #[[strided2D_dynamic]]> // CHECK: linalg.copy(%[[vA_f64]], %[[partialA_f64]]) : memref<?x?xf64, #[[strided2D]]>, memref<?x?xf64, #[[strided2D_dynamic]]> // CHECK: linalg.copy(%[[vB_f64]], %[[partialB_f64]]) : memref<?x?xf64, #[[strided2D]]>, memref<?x?xf64, #[[strided2D_dynamic]]> // CHECK: linalg.copy(%[[vC_f64]], %[[partialC_f64]]) : memref<?x?xf64, #[[strided2D]]>, memref<?x?xf64, #[[strided2D_dynamic]]> // // CHECK: linalg.matmul(%[[partialA_f64]], %[[partialB_f64]], %[[partialC_f64]]) : memref<?x?xf64, #[[strided2D_dynamic]]>, memref<?x?xf64, #[[strided2D_dynamic]]>, memref<?x?xf64, #[[strided2D_dynamic]]> // // CHECK: linalg.copy(%[[partialC_f64]], %[[vC_f64]]) : memref<?x?xf64, #[[strided2D_dynamic]]>, memref<?x?xf64, #[[strided2D]]> // // CHECK: dealloc %[[tmpA_f64]] : memref<64xi8> // CHECK: dealloc %[[tmpB_f64]] : memref<96xi8> // CHECK: dealloc %[[tmpC_f64]] : memref<48xi8> // ----- func @matmul_i32(%A: memref<?xi8>, %M: index, %N: index, %K: index) { %c4 = constant 4 : index %c3 = constant 3 : index %c2 = constant 2 : index %c0 = constant 0 : index %c1 = constant 1 : index %3 = view %A[%c0][%M, %K] : memref<?xi8> to memref<?x?xi32> %4 = view %A[%c0][%K, %N] : memref<?xi8> to memref<?x?xi32> %5 = view %A[%c0][%M, %N] : memref<?xi8> to memref<?x?xi32> %6 = dim %3, 0 : memref<?x?xi32> %7 = dim %3, 1 : memref<?x?xi32> %8 = dim %4, 1 : memref<?x?xi32> scf.for %arg4 = %c0 to %6 step %c2 { scf.for %arg5 = %c0 to %8 step %c3 { scf.for %arg6 = %c0 to %7 step %c4 { %11 = std.subview %3[%arg4, %arg6][%c2, %c4][1, 1] : memref<?x?xi32> to memref<?x?xi32, offset: ?, strides: [?, 1]> %14 = std.subview %4[%arg6, %arg5][%c4, %c3][1, 1] : memref<?x?xi32> to memref<?x?xi32, offset: ?, strides: [?, 1]> %17 = std.subview %5[%arg4, %arg5][%c2, %c3][1, 1] : memref<?x?xi32> to memref<?x?xi32, offset: ?, strides: [?, 1]> linalg.matmul(%11, %14, %17) : memref<?x?xi32, offset: ?, strides: [?, 1]>, memref<?x?xi32, offset: ?, strides: [?, 1]>, memref<?x?xi32, offset: ?, strides: [?, 1]> } } } return } // CHECK-LABEL: func @matmul_i32(%{{.*}}: memref<?xi8>, %{{.*}}: index, %{{.*}}: index, %{{.*}}: index) { // CHECK: scf.for %{{.*}} = %{{.*}} to %{{.*}} step %{{.*}} { // CHECK: scf.for %{{.*}} = %{{.*}} to %{{.*}} step %{{.*}} { // CHECK: scf.for %{{.*}} = %{{.*}} to %{{.*}} step %{{.*}} { // CHECK: %[[vA_i32:.*]] = subview {{.*}} : memref<?x?xi32> // CHECK: %[[vB_i32:.*]] = subview {{.*}} : memref<?x?xi32> // CHECK: %[[vC_i32:.*]] = subview {{.*}} : memref<?x?xi32> /// // CHECK: %[[tmpA_i32:.*]] = alloc() : memref<32xi8> // CHECK: %[[fullA_i32:.*]] = std.view %[[tmpA_i32]][{{.*}}][{{.*}}] : memref<32xi8> to memref<?x?xi32> // DYNAMIC: std.view %{{.*}}[{{.*}}][{{.*}}] : memref<?xi8> to memref<?x?xi32> // CHECK: %[[partialA_i32:.*]] = subview %[[fullA_i32]][%{{.*}}, %{{.*}}] : memref<?x?xi32> to memref<?x?xi32, #[[strided2D_dynamic]]> /// // CHECK: %[[tmpB_i32:.*]] = alloc() : memref<48xi8> // CHECK: %[[fullB_i32:.*]] = std.view %[[tmpB_i32]][{{.*}}][{{.*}}] : memref<48xi8> to memref<?x?xi32> // DYNAMIC: std.view %{{.*}}[{{.*}}][{{.*}}] : memref<?xi8> to memref<?x?xi32> // CHECK: %[[partialB_i32:.*]] = subview %[[fullB_i32]][%{{.*}}, %{{.*}}] : memref<?x?xi32> to memref<?x?xi32, #[[strided2D_dynamic]]> /// // CHECK: %[[tmpC_i32:.*]] = alloc() : memref<24xi8> // CHECK: %[[fullC_i32:.*]] = std.view %[[tmpC_i32]][{{.*}}][{{.*}}] : memref<24xi8> to memref<?x?xi32> // DYNAMIC: std.view %{{.*}}[{{.*}}][{{.*}}] : memref<?xi8> to memref<?x?xi32> // CHECK: %[[partialC_i32:.*]] = subview %[[fullC_i32]][%{{.*}}, %{{.*}}] : memref<?x?xi32> to memref<?x?xi32, #[[strided2D_dynamic]]> // CHECK: linalg.copy(%[[vA_i32]], %[[partialA_i32]]) : memref<?x?xi32, #[[strided2D]]>, memref<?x?xi32, #[[strided2D_dynamic]]> // CHECK: linalg.copy(%[[vB_i32]], %[[partialB_i32]]) : memref<?x?xi32, #[[strided2D]]>, memref<?x?xi32, #[[strided2D_dynamic]]> // CHECK: linalg.copy(%[[vC_i32]], %[[partialC_i32]]) : memref<?x?xi32, #[[strided2D]]>, memref<?x?xi32, #[[strided2D_dynamic]]> // // CHECK: linalg.matmul(%[[partialA_i32]], %[[partialB_i32]], %[[partialC_i32]]) : memref<?x?xi32, #[[strided2D_dynamic]]>, memref<?x?xi32, #[[strided2D_dynamic]]>, memref<?x?xi32, #[[strided2D_dynamic]]> // // CHECK: linalg.copy(%[[partialC_i32]], %[[vC_i32]]) : memref<?x?xi32, #[[strided2D_dynamic]]>, memref<?x?xi32, #[[strided2D]]> // // CHECK: dealloc %[[tmpA_i32]] : memref<32xi8> // CHECK: dealloc %[[tmpB_i32]] : memref<48xi8> // CHECK: dealloc %[[tmpC_i32]] : memref<24xi8>